Description

This analysis provides a forecast of XRP prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-08-24 1.391774 1.733663 2.191412 2.876489 3.930981 5.606486 8.773852
2025-08-31 0.933828 1.270267 1.791596 2.739390 4.663655 9.283368 27.522362
2025-09-07 0.753579 1.087635 1.661525 2.876450 6.050157 18.419366 280.409580
2025-09-14 0.630358 0.944987 1.523769 2.890151 7.274007 36.186023 NaN
2025-09-21 0.537807 0.826630 1.382994 2.802329 8.158560 70.362939 NaN
2025-09-28 0.473696 0.743430 1.283771 2.760332 9.283795 178.512064 NaN
2025-10-05 0.446188 0.721291 1.304542 3.074253 13.325691 28470.064320 NaN
2025-10-12 0.415093 0.685471 1.283110 3.249897 17.781340 NaN NaN
2025-10-19 0.380688 0.636845 1.217789 3.231745 20.968766 NaN NaN
2025-10-26 0.347461 0.585750 1.134561 3.098941 22.552404 NaN NaN
2025-11-02 0.327073 0.558715 1.106670 3.182788 29.061599 NaN NaN
2025-11-09 0.312165 0.541188 1.099596 3.361379 41.971785 NaN NaN
2025-11-16 0.292918 0.512310 1.057073 3.357019 52.640331 NaN NaN
2025-11-23 0.272046 0.477647 0.992289 3.205912 56.272285 NaN NaN
2025-11-30 0.261546 0.465040 0.988068 3.383413 92.416194 NaN NaN
2025-12-07 0.248526 0.445173 0.958589 3.401621 129.677810 NaN NaN
2025-12-14 0.234254 0.421009 0.912078 3.290311 149.570702 NaN NaN
2025-12-21 0.222520 0.401712 0.877418 3.237179 192.593825 NaN NaN
2025-12-28 0.219661 0.402915 0.906408 3.636762 1021.647617 NaN NaN
2026-01-04 0.213719 0.396078 0.908544 3.862532 25198.216403 NaN NaN
2026-01-11 0.204776 0.381104 0.881227 3.839129 NaN NaN NaN
2026-01-18 0.194665 0.362497 0.839142 3.668402 NaN NaN NaN
2026-01-25 0.188812 0.353950 0.829921 3.776089 NaN NaN NaN